Pandas Profiling Report

Dataset statistics

Number of variables	42
Number of observations	9840
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	3.2 MiB
Average record size in memory	336.0 B

Variable types

Categorical	6
Text	2
Numeric	30
DateTime	4

Alerts

`country` has constant value ""	Constant
`latitude` is highly overall correlated with `air_quality_Carbon_Monoxide` and 5 other fields	High correlation
`longitude` is highly overall correlated with `region`	High correlation
`last_updated_epoch` is highly overall correlated with `uv_index` and 2 other fields	High correlation
`temperature_celsius` is highly overall correlated with `temperature_fahrenheit` and 3 other fields	High correlation
`temperature_fahrenheit` is highly overall correlated with `temperature_celsius` and 3 other fields	High correlation
`wind_mph` is highly overall correlated with `wind_kph` and 2 other fields	High correlation
`wind_kph` is highly overall correlated with `wind_mph` and 2 other fields	High correlation
`wind_degree` is highly overall correlated with `wind_direction`	High correlation
`pressure_mb` is highly overall correlated with `pressure_in` and 1 other fields	High correlation
`pressure_in` is highly overall correlated with `pressure_mb` and 1 other fields	High correlation
`precip_mm` is highly overall correlated with `precip_in` and 1 other fields	High correlation
`precip_in` is highly overall correlated with `precip_mm` and 1 other fields	High correlation
`humidity` is highly overall correlated with `temperature_celsius` and 2 other fields	High correlation
`cloud` is highly overall correlated with `precip_mm` and 2 other fields	High correlation
`feels_like_celsius` is highly overall correlated with `temperature_celsius` and 2 other fields	High correlation
`feels_like_fahrenheit` is highly overall correlated with `temperature_celsius` and 2 other fields	High correlation
`visibility_km` is highly overall correlated with `visibility_miles` and 1 other fields	High correlation
`visibility_miles` is highly overall correlated with `visibility_km` and 1 other fields	High correlation
`uv_index` is highly overall correlated with `last_updated_epoch`	High correlation
`gust_mph` is highly overall correlated with `wind_mph` and 2 other fields	High correlation
`gust_kph` is highly overall correlated with `wind_mph` and 2 other fields	High correlation
`air_quality_Carbon_Monoxide` is highly overall correlated with `latitude` and 8 other fields	High correlation
`air_quality_Nitrogen_dioxide` is highly overall correlated with `air_quality_Carbon_Monoxide` and 5 other fields	High correlation
`air_quality_Sulphur_dioxide` is highly overall correlated with `air_quality_Carbon_Monoxide` and 5 other fields	High correlation
`air_quality_PM2.5` is highly overall correlated with `latitude` and 6 other fields	High correlation
`air_quality_PM10` is highly overall correlated with `latitude` and 6 other fields	High correlation
`air_quality_us-epa-index` is highly overall correlated with `latitude` and 6 other fields	High correlation
`air_quality_gb-defra-index` is highly overall correlated with `latitude` and 6 other fields	High correlation
`moon_illumination` is highly overall correlated with `last_updated_epoch` and 1 other fields	High correlation
`region` is highly overall correlated with `latitude` and 1 other fields	High correlation
`condition_text` is highly overall correlated with `visibility_km` and 1 other fields	High correlation
`wind_direction` is highly overall correlated with `wind_degree`	High correlation
`moon_phase` is highly overall correlated with `last_updated_epoch` and 1 other fields	High correlation
`timezone` is highly imbalanced (96.6%)	Imbalance
`precip_mm` has 6996 (71.1%) zeros	Zeros
`precip_in` has 7610 (77.3%) zeros	Zeros
`cloud` has 206 (2.1%) zeros	Zeros
`visibility_km` has 216 (2.2%) zeros	Zeros
`visibility_miles` has 235 (2.4%) zeros	Zeros
`air_quality_Ozone` has 266 (2.7%) zeros	Zeros

Reproduction

Analysis started	2023-09-18 07:29:55.984074
Analysis finished	2023-09-18 07:30:58.130294
Duration	1 minute and 2.15 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

country
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

India	9840

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	49200
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	India
2nd row	India
3rd row	India
4th row	India
5th row	India

Common Values

Value	Count	Frequency (%)
India	9840	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
india	9840	100.0%

Most occurring characters

Value	Count	Frequency (%)
I	9840	20.0%
n	9840	20.0%
d	9840	20.0%
i	9840	20.0%
a	9840	20.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	39360	80.0%
Uppercase Letter	9840	20.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	9840	25.0%
d	9840	25.0%
i	9840	25.0%
a	9840	25.0%

Uppercase Letter

Value	Count	Frequency (%)
I	9840	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	49200	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	9840	20.0%
n	9840	20.0%
d	9840	20.0%
i	9840	20.0%
a	9840	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49200	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	9840	20.0%
n	9840	20.0%
d	9840	20.0%
i	9840	20.0%
a	9840	20.0%

location_name
Text

Distinct	543
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Length

Max length	18
Median length	14
Mean length	7.4998984
Min length	3

Characters and Unicode

Total characters	73799
Distinct characters	51
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ashoknagar
2nd row	Raisen
3rd row	Chhindwara
4th row	Betul
5th row	Hoshangabad

Value	Count	Frequency (%)
godavari	46	0.5%
puri	37	0.4%
gaya	36	0.4%
south	36	0.4%
udaipur	32	0.3%
east	28	0.3%
barddhaman	27	0.3%
kolkata	26	0.3%
siang	26	0.3%
nagar	24	0.2%
Other values (548)	9876	96.9%

Most occurring characters

Value	Count	Frequency (%)
a	15554	21.1%
r	6889	9.3%
i	4685	6.3%
h	4316	5.8%
n	4142	5.6%
u	4105	5.6%
l	2747	3.7%
d	2563	3.5%
g	2267	3.1%
o	2234	3.0%
Other values (41)	24297	32.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	63215	85.7%
Uppercase Letter	10212	13.8%
Space Separator	354	0.5%
Dash Punctuation	18	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	15554	24.6%
r	6889	10.9%
i	4685	7.4%
h	4316	6.8%
n	4142	6.6%
u	4105	6.5%
l	2747	4.3%
d	2563	4.1%
g	2267	3.6%
o	2234	3.5%
Other values (15)	13713	21.7%

Uppercase Letter

Value	Count	Frequency (%)
B	1252	12.3%
S	1178	11.5%
K	1035	10.1%
M	778	7.6%
D	707	6.9%
G	569	5.6%
A	557	5.5%
J	540	5.3%
P	522	5.1%
N	457	4.5%
Other values (14)	2617	25.6%

Space Separator

Value	Count	Frequency (%)
	354	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	18	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73427	99.5%
Common	372	0.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	15554	21.2%
r	6889	9.4%
i	4685	6.4%
h	4316	5.9%
n	4142	5.6%
u	4105	5.6%
l	2747	3.7%
d	2563	3.5%
g	2267	3.1%
o	2234	3.0%
Other values (39)	23925	32.6%

Common

Value	Count	Frequency (%)
	354	95.2%
-	18	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73799	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	15554	21.1%
r	6889	9.3%
i	4685	6.3%
h	4316	5.8%
n	4142	5.6%
u	4105	5.6%
l	2747	3.7%
d	2563	3.5%
g	2267	3.1%
o	2234	3.0%
Other values (41)	24297	32.9%

region
Categorical

HIGH CORRELATION

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Uttar Pradesh	1099
Madhya Pradesh	864
Rajasthan	661
Andhra Pradesh	586
Maharashtra	579
Other values (28)	6051

Length

Max length	27
Median length	16
Mean length	10.111992
Min length	3

Characters and Unicode

Total characters	99502
Distinct characters	42
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Madhya Pradesh
2nd row	Madhya Pradesh
3rd row	Madhya Pradesh
4th row	Madhya Pradesh
5th row	Madhya Pradesh

Common Values

Value	Count	Frequency (%)
Uttar Pradesh	1099	11.2%
Madhya Pradesh	864	8.8%
Rajasthan	661	6.7%
Andhra Pradesh	586	6.0%
Maharashtra	579	5.9%
Bihar	522	5.3%
Tamil Nadu	504	5.1%
Orissa	434	4.4%
Karnataka	415	4.2%
Gujarat	414	4.2%
Other values (23)	3762	38.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
pradesh	2675	18.7%
uttar	1099	7.7%
madhya	864	6.0%
rajasthan	661	4.6%
andhra	586	4.1%
maharashtra	579	4.1%
bihar	522	3.7%
tamil	504	3.5%
nadu	504	3.5%
orissa	434	3.0%
Other values (33)	5866	41.0%

Most occurring characters

Value	Count	Frequency (%)
a	21961	22.1%
r	9737	9.8%
h	9153	9.2%
s	6739	6.8%
t	5860	5.9%
d	5816	5.8%
	4454	4.5%
n	4091	4.1%
e	3807	3.8%
P	3053	3.1%
Other values (32)	24831	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	81185	81.6%
Uppercase Letter	13863	13.9%
Space Separator	4454	4.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	21961	27.1%
r	9737	12.0%
h	9153	11.3%
s	6739	8.3%
t	5860	7.2%
d	5816	7.2%
n	4091	5.0%
e	3807	4.7%
i	2756	3.4%
m	2229	2.7%
Other values (13)	9036	11.1%

Uppercase Letter

Value	Count	Frequency (%)
P	3053	22.0%
M	1714	12.4%
U	1297	9.4%
K	1026	7.4%
A	1018	7.3%
B	899	6.5%
J	683	4.9%
R	661	4.8%
N	648	4.7%
T	544	3.9%
Other values (8)	2320	16.7%

Space Separator

Value	Count	Frequency (%)
	4454	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	95048	95.5%
Common	4454	4.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	21961	23.1%
r	9737	10.2%
h	9153	9.6%
s	6739	7.1%
t	5860	6.2%
d	5816	6.1%
n	4091	4.3%
e	3807	4.0%
P	3053	3.2%
i	2756	2.9%
Other values (31)	22075	23.2%

Common

Value	Count	Frequency (%)
	4454	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99502	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	21961	22.1%
r	9737	9.8%
h	9153	9.2%
s	6739	6.8%
t	5860	5.9%
d	5816	5.8%
	4454	4.5%
n	4091	4.1%
e	3807	3.8%
P	3053	3.1%
Other values (32)	24831	25.0%

latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	447
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.106256

Minimum	8.08
Maximum	34.57
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	8.08
5-th percentile	11.1
Q1	20.27
median	23.97
Q3	26.7725
95-th percentile	31.45
Maximum	34.57
Range	26.49
Interquartile range (IQR)	6.5025

Descriptive statistics

Standard deviation	5.7975992
Coefficient of variation (CV)	0.25091037
Kurtosis	-0.084382181
Mean	23.106256
Median Absolute Deviation (MAD)	3.24
Skewness	-0.58145761
Sum	227365.56
Variance	33.612157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.48	72	0.7%
25.67	72	0.7%
24.88	72	0.7%
23.83	72	0.7%
22.6	62	0.6%
22.3	54	0.5%
26.5	54	0.5%
10.77	54	0.5%
30.38	54	0.5%
26.22	54	0.5%
Other values (437)	9220	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.08	18	0.2%
8.51	18	0.2%
8.73	18	0.2%
8.88	18	0.2%
8.97	18	0.2%
9.17	18	0.2%
9.27	18	0.2%
9.38	18	0.2%
9.49	18	0.2%
9.58	18	0.2%

Value	Count	Frequency (%)
34.57	18	0.2%
34.33	18	0.2%
34.23	18	0.2%
34.21	18	0.2%
34.17	18	0.2%
34.09	18	0.2%
34.03	18	0.2%
34.02	18	0.2%
33.88	18	0.2%
33.73	17	0.2%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	425
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.229436

Minimum	68.97
Maximum	95.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	68.97
5-th percentile	72.93
Q1	76.07
median	78.67
Q3	83.9
95-th percentile	92.8
Maximum	95.8
Range	26.83
Interquartile range (IQR)	7.83

Descriptive statistics

Standard deviation	5.7611515
Coefficient of variation (CV)	0.071808451
Kurtosis	0.02755371
Mean	80.229436
Median Absolute Deviation (MAD)	3.26
Skewness	0.83801438
Sum	789457.65
Variance	33.190867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75.77	72	0.7%
78.17	72	0.7%
75.02	54	0.5%
74.78	54	0.5%
88.27	54	0.5%
76.33	54	0.5%
73.88	54	0.5%
77.55	54	0.5%
79.83	54	0.5%
72.97	54	0.5%
Other values (415)	9264	94.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68.97	18	0.2%
69.6	18	0.2%
70.07	18	0.2%
70.37	18	0.2%
70.47	18	0.2%
70.78	18	0.2%
70.83	18	0.2%
70.9	18	0.2%
70.98	18	0.2%
71.03	18	0.2%

Value	Count	Frequency (%)
95.8	18	0.2%
95.37	18	0.2%
95.1	18	0.2%
94.9	18	0.2%
94.83	18	0.2%
94.58	18	0.2%
94.53	18	0.2%
94.52	18	0.2%
94.5	18	0.2%
94.37	18	0.2%

timezone
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Asia/Kolkata	9786
Asia/Dhaka	36
Asia/Karachi	18

Length

Max length	12
Median length	12
Mean length	11.992683
Min length	10

Characters and Unicode

Total characters	118008
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Asia/Kolkata
2nd row	Asia/Kolkata
3rd row	Asia/Kolkata
4th row	Asia/Kolkata
5th row	Asia/Kolkata

Common Values

Value	Count	Frequency (%)
Asia/Kolkata	9786	99.5%
Asia/Dhaka	36	0.4%
Asia/Karachi	18	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
asia/kolkata	9786	99.5%
asia/dhaka	36	0.4%
asia/karachi	18	0.2%

Most occurring characters

Value	Count	Frequency (%)
a	29520	25.0%
i	9858	8.4%
A	9840	8.3%
s	9840	8.3%
/	9840	8.3%
k	9822	8.3%
K	9804	8.3%
o	9786	8.3%
l	9786	8.3%
t	9786	8.3%
Other values (4)	126	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	88488	75.0%
Uppercase Letter	19680	16.7%
Other Punctuation	9840	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	29520	33.4%
i	9858	11.1%
s	9840	11.1%
k	9822	11.1%
o	9786	11.1%
l	9786	11.1%
t	9786	11.1%
h	54	0.1%
r	18	< 0.1%
c	18	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
A	9840	50.0%
K	9804	49.8%
D	36	0.2%

Other Punctuation

Value	Count	Frequency (%)
/	9840	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108168	91.7%
Common	9840	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	29520	27.3%
i	9858	9.1%
A	9840	9.1%
s	9840	9.1%
k	9822	9.1%
K	9804	9.1%
o	9786	9.0%
l	9786	9.0%
t	9786	9.0%
h	54	< 0.1%
Other values (3)	72	0.1%

Common

Value	Count	Frequency (%)
/	9840	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118008	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	29520	25.0%
i	9858	8.4%
A	9840	8.3%
s	9840	8.3%
/	9840	8.3%
k	9822	8.3%
K	9804	8.3%
o	9786	8.3%
l	9786	8.3%
t	9786	8.3%
Other values (4)	126	0.1%

last_updated_epoch
Real number (ℝ)

HIGH CORRELATION

Distinct	34
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6940042 × 10⁹

Minimum	1.6932861 × 10⁹
Maximum	1.6947315 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1.6932861 × 10⁹
5-th percentile	1.6932861 × 10⁹
Q1	1.6936119 × 10⁹
median	1.6940412 × 10⁹
Q3	1.6943868 × 10⁹
95-th percentile	1.6947306 × 10⁹
Maximum	1.6947315 × 10⁹
Range	1445400
Interquartile range (IQR)	774900

Descriptive statistics

Standard deviation	448779.84
Coefficient of variation (CV)	0.00026492251
Kurtosis	-1.2031219
Mean	1.6940042 × 10⁹
Median Absolute Deviation (MAD)	428400
Skewness	0.042380341
Sum	1.6669001 × 10¹³
Variance	2.0140334 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1693525500	544	5.5%
1693286100	543	5.5%
1693698300	541	5.5%
1694473200	540	5.5%
1694701800	539	5.5%
1694127600	482	4.9%
1694558700	462	4.7%
1694300400	461	4.7%
1693784700	446	4.5%
1694214000	441	4.5%
Other values (24)	4841	49.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1693286100	543	5.5%
1693365300	323	3.3%
1693366200	227	2.3%
1693439100	324	3.3%
1693440000	226	2.3%
1693525500	544	5.5%
1693611900	413	4.2%
1693612800	136	1.4%
1693698300	541	5.5%
1693699200	3	< 0.1%

Value	Count	Frequency (%)
1694731500	208	2.1%
1694730600	342	3.5%
1694701800	539	5.5%
1694700900	5	0.1%
1694559600	86	0.9%
1694558700	462	4.7%
1694473200	540	5.5%
1694472300	6	0.1%
1694386800	433	4.4%
1694385900	112	1.1%

last_updated
Date

Distinct	70
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Minimum	2023-08-29 10:15:00
Maximum	2023-09-15 04:30:00

Histogram

Histogram with fixed size bins (bins=50)

temperature_celsius
Real number (ℝ)

HIGH CORRELATION

Distinct	302
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.225061

Minimum	-2.6
Maximum	38.3
Zeros	0
Zeros (%)	0.0%
Negative	6
Negative (%)	0.1%
Memory size	77.0 KiB

Quantile statistics

Minimum	-2.6
5-th percentile	19.3
Q1	23.6
median	25.6
Q3	27.3
95-th percentile	30.5
Maximum	38.3
Range	40.9
Interquartile range (IQR)	3.7

Descriptive statistics

Standard deviation	3.8382387
Coefficient of variation (CV)	0.15215974
Kurtosis	6.6421412
Mean	25.225061
Median Absolute Deviation (MAD)	1.9
Skewness	-1.6097496
Sum	248214.6
Variance	14.732076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	381	3.9%
26	336	3.4%
28	283	2.9%
25	282	2.9%
24	211	2.1%
29	180	1.8%
25.5	148	1.5%
24.9	138	1.4%
25.4	138	1.4%
25.6	134	1.4%
Other values (292)	7609	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.6	1	< 0.1%
-2.4	1	< 0.1%
-1.8	1	< 0.1%
-1.6	1	< 0.1%
-0.9	1	< 0.1%
-0.6	1	< 0.1%
0.2	1	< 0.1%
0.8	2	< 0.1%
1.2	1	< 0.1%
1.3	1	< 0.1%

Value	Count	Frequency (%)
38.3	1	< 0.1%
36.3	2	< 0.1%
35.6	1	< 0.1%
35.3	1	< 0.1%
35.2	1	< 0.1%
35.1	3	< 0.1%
35	1	< 0.1%
34.9	1	< 0.1%
34.7	4	< 0.1%
34.6	4	< 0.1%

temperature_fahrenheit
Real number (ℝ)

HIGH CORRELATION

Distinct	302
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.405234

Minimum	27.3
Maximum	100.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	27.3
5-th percentile	66.7
Q1	74.5
median	78.1
Q3	81.1
95-th percentile	86.9
Maximum	100.9
Range	73.6
Interquartile range (IQR)	6.6

Descriptive statistics

Standard deviation	6.9092406
Coefficient of variation (CV)	0.089260639
Kurtosis	6.6393199
Mean	77.405234
Median Absolute Deviation (MAD)	3.4
Skewness	-1.6092018
Sum	761667.5
Variance	47.737605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80.6	381	3.9%
78.8	336	3.4%
82.4	283	2.9%
77	282	2.9%
75.2	211	2.1%
84.2	180	1.8%
77.9	148	1.5%
76.8	138	1.4%
77.7	138	1.4%
78.1	134	1.4%
Other values (292)	7609	77.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
27.3	1	< 0.1%
27.7	1	< 0.1%
28.8	1	< 0.1%
29.1	1	< 0.1%
30.4	1	< 0.1%
30.9	1	< 0.1%
32.4	1	< 0.1%
33.4	2	< 0.1%
34.2	1	< 0.1%
34.3	1	< 0.1%

Value	Count	Frequency (%)
100.9	1	< 0.1%
97.3	2	< 0.1%
96.1	1	< 0.1%
95.5	1	< 0.1%
95.4	1	< 0.1%
95.2	3	< 0.1%
95	1	< 0.1%
94.8	1	< 0.1%
94.5	4	< 0.1%
94.3	4	< 0.1%

condition_text
Categorical

HIGH CORRELATION

Distinct	25
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Clear	2423
Partly cloudy	1866
Mist	1395
Light rain shower	949
Patchy rain possible	943
Other values (20)	2264

Length

Max length	35
Median length	30
Mean length	10.158638
Min length	3

Characters and Unicode

Total characters	99961
Distinct characters	32
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Partly cloudy
2nd row	Sunny
3rd row	Partly cloudy
4th row	Cloudy
5th row	Cloudy

Common Values

Value	Count	Frequency (%)
Clear	2423	24.6%
Partly cloudy	1866	19.0%
Mist	1395	14.2%
Light rain shower	949	9.6%
Patchy rain possible	943	9.6%
Sunny	772	7.8%
Cloudy	414	4.2%
Moderate or heavy rain shower	244	2.5%
Overcast	239	2.4%
Fog	216	2.2%
Other values (15)	379	3.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rain	2433	14.1%
clear	2423	14.1%
cloudy	2280	13.2%
partly	1866	10.8%
mist	1395	8.1%
shower	1223	7.1%
light	1132	6.6%
patchy	993	5.8%
possible	971	5.6%
sunny	772	4.5%
Other values (15)	1755	10.2%

Most occurring characters

Value	Count	Frequency (%)
r	9076	9.1%
a	8717	8.7%
l	7668	7.7%
	7403	7.4%
y	6256	6.3%
t	6220	6.2%
e	6125	6.1%
i	6099	6.1%
o	5419	5.4%
s	4864	4.9%
Other values (22)	32114	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82718	82.8%
Uppercase Letter	9840	9.8%
Space Separator	7403	7.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	9076	11.0%
a	8717	10.5%
l	7668	9.3%
y	6256	7.6%
t	6220	7.5%
e	6125	7.4%
i	6099	7.4%
o	5419	6.6%
s	4864	5.9%
n	4102	5.0%
Other values (12)	18172	22.0%

Uppercase Letter

Value	Count	Frequency (%)
P	2859	29.1%
C	2837	28.8%
M	1758	17.9%
L	1084	11.0%
S	772	7.8%
O	239	2.4%
F	216	2.2%
T	56	0.6%
H	19	0.2%

Space Separator

Value	Count	Frequency (%)
	7403	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92558	92.6%
Common	7403	7.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	9076	9.8%
a	8717	9.4%
l	7668	8.3%
y	6256	6.8%
t	6220	6.7%
e	6125	6.6%
i	6099	6.6%
o	5419	5.9%
s	4864	5.3%
n	4102	4.4%
Other values (21)	28012	30.3%

Common

Value	Count	Frequency (%)
	7403	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	99961	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	9076	9.1%
a	8717	8.7%
l	7668	7.7%
	7403	7.4%
y	6256	6.3%
t	6220	6.2%
e	6125	6.1%
i	6099	6.1%
o	5419	5.4%
s	4864	4.9%
Other values (22)	32114	32.1%

wind_mph
Real number (ℝ)

HIGH CORRELATION

Distinct	91
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1042988

Minimum	2.2
Maximum	25.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	2.2
5-th percentile	2.2
Q1	3.4
median	5.4
Q3	8.1
95-th percentile	13
Maximum	25.7
Range	23.5
Interquartile range (IQR)	4.7

Descriptive statistics

Standard deviation	3.5560817
Coefficient of variation (CV)	0.58255367
Kurtosis	1.1395276
Mean	6.1042988
Median Absolute Deviation (MAD)	2.3
Skewness	1.1317999
Sum	60066.3
Variance	12.645717
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.2	1395	14.2%
4.3	479	4.9%
3.8	463	4.7%
6.9	354	3.6%
5.6	345	3.5%
2.5	284	2.9%
4.5	263	2.7%
2.7	239	2.4%
3.1	236	2.4%
4.7	232	2.4%
Other values (81)	5550	56.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.2	1395	14.2%
2.5	284	2.9%
2.7	239	2.4%
2.9	225	2.3%
3.1	236	2.4%
3.4	226	2.3%
3.6	212	2.2%
3.8	463	4.7%
4	224	2.3%
4.3	479	4.9%

Value	Count	Frequency (%)
25.7	1	< 0.1%
24.8	1	< 0.1%
24.6	1	< 0.1%
23.3	1	< 0.1%
22.8	1	< 0.1%
22.6	1	< 0.1%
22.1	1	< 0.1%
21.7	3	< 0.1%
21.3	5	0.1%
20.6	4	< 0.1%

wind_kph
Real number (ℝ)

HIGH CORRELATION

Distinct	91
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8266565

Minimum	3.6
Maximum	41.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	3.6
5-th percentile	3.6
Q1	5.4
median	8.6
Q3	13
95-th percentile	20.9
Maximum	41.4
Range	37.8
Interquartile range (IQR)	7.6

Descriptive statistics

Standard deviation	5.7187218
Coefficient of variation (CV)	0.58196008
Kurtosis	1.1457102
Mean	9.8266565
Median Absolute Deviation (MAD)	3.6
Skewness	1.1370164
Sum	96694.3
Variance	32.703779
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.6	1395	14.2%
6.8	479	4.9%
6.1	463	4.7%
11.2	354	3.6%
9	345	3.5%
4	284	2.9%
7.2	263	2.7%
4.3	239	2.4%
5	236	2.4%
7.6	232	2.4%
Other values (81)	5550	56.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.6	1395	14.2%
4	284	2.9%
4.3	239	2.4%
4.7	225	2.3%
5	236	2.4%
5.4	226	2.3%
5.8	212	2.2%
6.1	463	4.7%
6.5	224	2.3%
6.8	479	4.9%

Value	Count	Frequency (%)
41.4	1	< 0.1%
40	1	< 0.1%
39.6	1	< 0.1%
37.4	1	< 0.1%
36.7	1	< 0.1%
36.4	1	< 0.1%
35.6	1	< 0.1%
34.9	3	< 0.1%
34.2	5	0.1%
33.1	4	< 0.1%

wind_degree
Real number (ℝ)

HIGH CORRELATION

Distinct	360
Distinct (%)	3.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	194.2185

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1
5-th percentile	28
Q1	100
median	233
Q3	271.25
95-th percentile	324
Maximum	360
Range	359
Interquartile range (IQR)	171.25

Descriptive statistics

Standard deviation	98.014747
Coefficient of variation (CV)	0.50466227
Kurtosis	-1.1882166
Mean	194.2185
Median Absolute Deviation (MAD)	67
Skewness	-0.38689649
Sum	1911110
Variance	9606.8906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
270	171	1.7%
10	158	1.6%
260	124	1.3%
250	118	1.2%
280	108	1.1%
240	102	1.0%
290	94	1.0%
300	85	0.9%
263	82	0.8%
262	78	0.8%
Other values (350)	8720	88.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	7	0.1%
2	10	0.1%
3	11	0.1%
4	7	0.1%
5	18	0.2%
6	4	< 0.1%
7	18	0.2%
8	10	0.1%
9	10	0.1%
10	158	1.6%

Value	Count	Frequency (%)
360	12	0.1%
359	10	0.1%
358	6	0.1%
357	14	0.1%
356	11	0.1%
355	15	0.2%
354	11	0.1%
353	11	0.1%
352	8	0.1%
351	15	0.2%

wind_direction
Categorical

HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

W	1523
WSW	1392
WNW	916
E	694
ENE	647
Other values (11)	4668

Length

Max length	3
Median length	2
Mean length	2.1833333
Min length	1

Characters and Unicode

Total characters	21484
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WNW
2nd row	WNW
3rd row	NW
4th row	WNW
5th row	W

Common Values

Value	Count	Frequency (%)
W	1523	15.5%
WSW	1392	14.1%
WNW	916	9.3%
E	694	7.1%
ENE	647	6.6%
NE	569	5.8%
SW	556	5.7%
NW	524	5.3%
SE	517	5.3%
ESE	452	4.6%
Other values (6)	2050	20.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
w	1523	15.5%
wsw	1392	14.1%
wnw	916	9.3%
e	694	7.1%
ene	647	6.6%
ne	569	5.8%
sw	556	5.7%
nw	524	5.3%
se	517	5.3%
ese	452	4.6%
Other values (6)	2050	20.8%

Most occurring characters

Value	Count	Frequency (%)
W	7879	36.7%
E	4650	21.6%
S	4576	21.3%
N	4379	20.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	21484	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
W	7879	36.7%
E	4650	21.6%
S	4576	21.3%
N	4379	20.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	21484	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
W	7879	36.7%
E	4650	21.6%
S	4576	21.3%
N	4379	20.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21484	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
W	7879	36.7%
E	4650	21.6%
S	4576	21.3%
N	4379	20.4%

pressure_mb
Real number (ℝ)

HIGH CORRELATION

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1004.9433

Minimum	997
Maximum	1020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	997
5-th percentile	1001
Q1	1002
median	1005
Q3	1007
95-th percentile	1010
Maximum	1020
Range	23
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.1673575
Coefficient of variation (CV)	0.0031517773
Kurtosis	0.33042655
Mean	1004.9433
Median Absolute Deviation (MAD)	2
Skewness	0.63020413
Sum	9888642
Variance	10.032153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
1002	1272	12.9%
1004	1237	12.6%
1003	1204	12.2%
1005	1060	10.8%
1006	949	9.6%
1007	779	7.9%
1001	776	7.9%
1008	740	7.5%
1009	577	5.9%
1010	333	3.4%
Other values (14)	913	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
997	4	< 0.1%
998	18	0.2%
999	88	0.9%
1000	320	3.3%
1001	776	7.9%
1002	1272	12.9%
1003	1204	12.2%
1004	1237	12.6%
1005	1060	10.8%
1006	949	9.6%

Value	Count	Frequency (%)
1020	3	< 0.1%
1019	1	< 0.1%
1018	6	0.1%
1017	9	0.1%
1016	18	0.2%
1015	19	0.2%
1014	43	0.4%
1013	85	0.9%
1012	99	1.0%
1011	200	2.0%

pressure_in
Real number (ℝ)

HIGH CORRELATION

Distinct	64
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.674687

Minimum	29.45
Maximum	30.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	29.45
5-th percentile	29.55
Q1	29.6
median	29.66
Q3	29.74
95-th percentile	29.84
Maximum	30.12
Range	0.67
Interquartile range (IQR)	0.14

Descriptive statistics

Standard deviation	0.093339548
Coefficient of variation (CV)	0.0031454265
Kurtosis	0.30540605
Mean	29.674687
Median Absolute Deviation (MAD)	0.07
Skewness	0.63040407
Sum	291998.92
Variance	0.0087122712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
29.59	606	6.2%
29.65	558	5.7%
29.62	545	5.5%
29.71	417	4.2%
29.68	411	4.2%
29.57	390	4.0%
29.67	387	3.9%
29.66	384	3.9%
29.6	362	3.7%
29.63	338	3.4%
Other values (54)	5442	55.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29.45	4	< 0.1%
29.47	8	0.1%
29.48	10	0.1%
29.49	24	0.2%
29.5	34	0.3%
29.51	30	0.3%
29.52	73	0.7%
29.53	123	1.2%
29.54	167	1.7%
29.55	171	1.7%

Value	Count	Frequency (%)
30.12	2	< 0.1%
30.11	1	< 0.1%
30.1	1	< 0.1%
30.06	4	< 0.1%
30.05	2	< 0.1%
30.04	6	0.1%
30.03	2	< 0.1%
30.02	1	< 0.1%
30.01	6	0.1%
30	3	< 0.1%

precip_mm
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	118
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.38617886

Minimum	0
Maximum	43.8
Zeros	6996
Zeros (%)	71.1%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1
95-th percentile	2
Maximum	43.8
Range	43.8
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	1.5957351
Coefficient of variation (CV)	4.1321141
Kurtosis	268.37829
Mean	0.38617886
Median Absolute Deviation (MAD)	0
Skewness	13.059186
Sum	3800
Variance	2.5463706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6996	71.1%
0.1	614	6.2%
0.2	324	3.3%
0.3	214	2.2%
0.4	178	1.8%
0.5	156	1.6%
0.6	138	1.4%
0.7	115	1.2%
0.8	80	0.8%
0.9	76	0.8%
Other values (108)	949	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6996	71.1%
0.1	614	6.2%
0.2	324	3.3%
0.3	214	2.2%
0.4	178	1.8%
0.5	156	1.6%
0.6	138	1.4%
0.7	115	1.2%
0.8	80	0.8%
0.9	76	0.8%

Value	Count	Frequency (%)
43.8	2	< 0.1%
42.9	1	< 0.1%
37.9	2	< 0.1%
26.2	1	< 0.1%
26.1	2	< 0.1%
24.8	1	< 0.1%
21.9	1	< 0.1%
19.4	1	< 0.1%
18.2	1	< 0.1%
16	1	< 0.1%

precip_in
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	62
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.015055894

Minimum	0
Maximum	1.72
Zeros	7610
Zeros (%)	77.3%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.08
Maximum	1.72
Range	1.72
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.062806576
Coefficient of variation (CV)	4.1715607
Kurtosis	267.49697
Mean	0.015055894
Median Absolute Deviation (MAD)	0
Skewness	13.032641
Sum	148.15
Variance	0.003944666
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7610	77.3%
0.01	538	5.5%
0.02	472	4.8%
0.04	205	2.1%
0.03	195	2.0%
0.05	122	1.2%
0.07	94	1.0%
0.06	92	0.9%
0.14	68	0.7%
0.09	53	0.5%
Other values (52)	391	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7610	77.3%
0.01	538	5.5%
0.02	472	4.8%
0.03	195	2.0%
0.04	205	2.1%
0.05	122	1.2%
0.06	92	0.9%
0.07	94	1.0%
0.08	42	0.4%
0.09	53	0.5%

Value	Count	Frequency (%)
1.72	2	< 0.1%
1.69	1	< 0.1%
1.49	2	< 0.1%
1.03	3	< 0.1%
0.98	1	< 0.1%
0.86	1	< 0.1%
0.76	1	< 0.1%
0.72	1	< 0.1%
0.63	3	< 0.1%
0.61	1	< 0.1%

humidity
Real number (ℝ)

HIGH CORRELATION

Distinct	77
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	80.547459

Minimum	19
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	19
5-th percentile	54
Q1	71
median	84
Q3	92
95-th percentile	98
Maximum	100
Range	81
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	13.938768
Coefficient of variation (CV)	0.17305037
Kurtosis	0.020064574
Mean	80.547459
Median Absolute Deviation (MAD)	10
Skewness	-0.78560257
Sum	792587
Variance	194.28924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94	669	6.8%
89	513	5.2%
84	385	3.9%
96	314	3.2%
88	294	3.0%
95	290	2.9%
90	272	2.8%
79	264	2.7%
92	260	2.6%
91	260	2.6%
Other values (67)	6319	64.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	< 0.1%
22	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
28	1	< 0.1%
29	3	< 0.1%
31	3	< 0.1%
32	3	< 0.1%
33	4	< 0.1%

Value	Count	Frequency (%)
100	189	1.9%
99	161	1.6%
98	210	2.1%
97	259	2.6%
96	314	3.2%
95	290	2.9%
94	669	6.8%
93	260	2.6%
92	260	2.6%
91	260	2.6%

cloud
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	101
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.835874

Minimum	0
Maximum	100
Zeros	206
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	16
median	50
Q3	75
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	59

Descriptive statistics

Standard deviation	32.15251
Coefficient of variation (CV)	0.67214221
Kurtosis	-1.3486123
Mean	47.835874
Median Absolute Deviation (MAD)	29
Skewness	0.12640851
Sum	470705
Variance	1033.7839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	924	9.4%
75	620	6.3%
50	530	5.4%
5	218	2.2%
25	215	2.2%
0	206	2.1%
6	198	2.0%
8	177	1.8%
10	177	1.8%
4	175	1.8%
Other values (91)	6400	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	206	2.1%
1	5	0.1%
2	42	0.4%
3	122	1.2%
4	175	1.8%
5	218	2.2%
6	198	2.0%
7	147	1.5%
8	177	1.8%
9	169	1.7%

Value	Count	Frequency (%)
100	924	9.4%
99	20	0.2%
98	19	0.2%
97	13	0.1%
96	19	0.2%
95	23	0.2%
94	25	0.3%
93	18	0.2%
92	27	0.3%
91	24	0.2%

feels_like_celsius
Real number (ℝ)

HIGH CORRELATION

Distinct	332
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.68315

Minimum	-3.4
Maximum	50.5
Zeros	0
Zeros (%)	0.0%
Negative	6
Negative (%)	0.1%
Memory size	77.0 KiB

Quantile statistics

Minimum	-3.4
5-th percentile	19.3
Q1	25.9
median	28
Q3	30.325
95-th percentile	34.9
Maximum	50.5
Range	53.9
Interquartile range (IQR)	4.425

Descriptive statistics

Standard deviation	4.8914848
Coefficient of variation (CV)	0.17669538
Kurtosis	4.5784274
Mean	27.68315
Median Absolute Deviation (MAD)	2.2
Skewness	-1.27106
Sum	272402.2
Variance	23.926623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.6	139	1.4%
25.4	136	1.4%
27.4	135	1.4%
28.6	133	1.4%
27.1	132	1.3%
25.9	128	1.3%
26.8	126	1.3%
26.3	125	1.3%
29.1	125	1.3%
26.1	122	1.2%
Other values (322)	8539	86.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.4	1	< 0.1%
-2.6	1	< 0.1%
-2.4	2	< 0.1%
-1.8	1	< 0.1%
-1.3	1	< 0.1%
0.2	1	< 0.1%
0.4	1	< 0.1%
0.6	1	< 0.1%
0.8	3	< 0.1%
0.9	1	< 0.1%

Value	Count	Frequency (%)
50.5	1	< 0.1%
47	1	< 0.1%
44.7	1	< 0.1%
43.4	2	< 0.1%
43.2	1	< 0.1%
41.1	1	< 0.1%
40.9	3	< 0.1%
40.8	2	< 0.1%
40.7	1	< 0.1%
40.3	1	< 0.1%

feels_like_fahrenheit
Real number (ℝ)

HIGH CORRELATION

Distinct	438
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81.828679

Minimum	25.9
Maximum	122.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	25.9
5-th percentile	66.7
Q1	78.575
median	82.4
Q3	86.6
95-th percentile	94.8
Maximum	122.9
Range	97
Interquartile range (IQR)	8.025

Descriptive statistics

Standard deviation	8.8042061
Coefficient of variation (CV)	0.10759316
Kurtosis	4.5785009
Mean	81.828679
Median Absolute Deviation (MAD)	4
Skewness	-1.2716832
Sum	805194.2
Variance	77.514045
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
79.9	137	1.4%
77.7	131	1.3%
78.6	127	1.3%
81.3	127	1.3%
80.2	125	1.3%
80.8	124	1.3%
83.5	122	1.2%
79.3	121	1.2%
79	119	1.2%
84.4	118	1.2%
Other values (428)	8589	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
25.9	1	< 0.1%
27.3	1	< 0.1%
27.7	2	< 0.1%
28.8	1	< 0.1%
29.7	1	< 0.1%
32.4	1	< 0.1%
32.7	1	< 0.1%
33.1	1	< 0.1%
33.4	3	< 0.1%
33.6	1	< 0.1%

Value	Count	Frequency (%)
122.9	1	< 0.1%
116.6	1	< 0.1%
112.5	1	< 0.1%
110.2	1	< 0.1%
110.1	1	< 0.1%
109.7	1	< 0.1%
105.9	1	< 0.1%
105.7	1	< 0.1%
105.5	2	< 0.1%
105.4	2	< 0.1%

visibility_km
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4281707

Minimum	0
Maximum	10
Zeros	216
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	9
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.8850585
Coefficient of variation (CV)	0.34231135
Kurtosis	0.94792952
Mean	8.4281707
Median Absolute Deviation (MAD)	0
Skewness	-1.5819704
Sum	82933.2
Variance	8.3235625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
10	6987	71.0%
9	544	5.5%
2	415	4.2%
4	313	3.2%
3	304	3.1%
7	287	2.9%
0	216	2.2%
5	206	2.1%
6	132	1.3%
2.5	114	1.2%
Other values (14)	322	3.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	216	2.2%
1	3	< 0.1%
1.2	2	< 0.1%
1.5	2	< 0.1%
1.6	12	0.1%
1.8	14	0.1%
2	415	4.2%
2.1	12	0.1%
2.2	13	0.1%
2.4	6	0.1%

Value	Count	Frequency (%)
10	6987	71.0%
9	544	5.5%
8	17	0.2%
7	287	2.9%
6	132	1.3%
5	206	2.1%
4.5	15	0.2%
4	313	3.2%
3.5	111	1.1%
3.2	64	0.7%

visibility_miles
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9535569

Minimum	0
Maximum	6
Zeros	235
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.8680907
Coefficient of variation (CV)	0.37712107
Kurtosis	0.59872667
Mean	4.9535569
Median Absolute Deviation (MAD)	0
Skewness	-1.4972256
Sum	48743
Variance	3.4897627
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
6	6987	71.0%
1	993	10.1%
5	544	5.5%
2	439	4.5%
3	338	3.4%
4	304	3.1%
0	235	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	235	2.4%
1	993	10.1%
2	439	4.5%
3	338	3.4%
4	304	3.1%
5	544	5.5%
6	6987	71.0%

Value	Count	Frequency (%)
6	6987	71.0%
5	544	5.5%
4	304	3.1%
3	338	3.4%
2	439	4.5%
1	993	10.1%
0	235	2.4%

uv_index
Real number (ℝ)

HIGH CORRELATION

Distinct	9
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.028252

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	7
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2462071
Coefficient of variation (CV)	1.1074596
Kurtosis	1.449493
Mean	2.028252
Median Absolute Deviation (MAD)	0
Skewness	1.8081745
Sum	19958
Variance	5.0454463
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	8077	82.1%
7	747	7.6%
8	417	4.2%
6	373	3.8%
5	166	1.7%
4	43	0.4%
3	7	0.1%
9	5	0.1%
2	5	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8077	82.1%
2	5	0.1%
3	7	0.1%
4	43	0.4%
5	166	1.7%
6	373	3.8%
7	747	7.6%
8	417	4.2%
9	5	0.1%

Value	Count	Frequency (%)
9	5	0.1%
8	417	4.2%
7	747	7.6%
6	373	3.8%
5	166	1.7%
4	43	0.4%
3	7	0.1%
2	5	0.1%
1	8077	82.1%

gust_mph
Real number (ℝ)

HIGH CORRELATION

Distinct	147
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.060661

Minimum	0
Maximum	44.5
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.5
Q1	6
median	9.4
Q3	13.4
95-th percentile	19.9
Maximum	44.5
Range	44.5
Interquartile range (IQR)	7.4

Descriptive statistics

Standard deviation	5.4405415
Coefficient of variation (CV)	0.54077379
Kurtosis	0.6506704
Mean	10.060661
Median Absolute Deviation (MAD)	3.8
Skewness	0.71780328
Sum	98996.9
Variance	29.599492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.5	214	2.2%
8.9	202	2.1%
6.9	199	2.0%
10.7	195	2.0%
8.1	192	2.0%
5.6	186	1.9%
11.6	177	1.8%
6.5	177	1.8%
11.2	176	1.8%
6	173	1.8%
Other values (137)	7949	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.2	7	0.1%
0.4	25	0.3%
0.7	9	0.1%
0.9	41	0.4%
1.1	39	0.4%
1.3	54	0.5%
1.6	67	0.7%
1.8	75	0.8%
2	51	0.5%

Value	Count	Frequency (%)
44.5	1	< 0.1%
43.2	1	< 0.1%
39.4	2	< 0.1%
38.5	1	< 0.1%
35.1	1	< 0.1%
34.7	1	< 0.1%
33.6	1	< 0.1%
32.7	1	< 0.1%
32	2	< 0.1%
31.8	2	< 0.1%

gust_kph
Real number (ℝ)

HIGH CORRELATION

Distinct	147
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.191199

Minimum	0
Maximum	71.6
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	9.7
median	15.1
Q3	21.6
95-th percentile	32
Maximum	71.6
Range	71.6
Interquartile range (IQR)	11.9

Descriptive statistics

Standard deviation	8.7555438
Coefficient of variation (CV)	0.54075944
Kurtosis	0.64872241
Mean	16.191199
Median Absolute Deviation (MAD)	6.1
Skewness	0.71718895
Sum	159321.4
Variance	76.659546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.7	214	2.2%
14.4	202	2.1%
11.2	199	2.0%
17.3	195	2.0%
13	192	2.0%
9	186	1.9%
18.7	177	1.8%
10.4	177	1.8%
18	176	1.8%
9.7	173	1.8%
Other values (137)	7949	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.4	7	0.1%
0.7	25	0.3%
1.1	9	0.1%
1.4	41	0.4%
1.8	39	0.4%
2.2	54	0.5%
2.5	67	0.7%
2.9	75	0.8%
3.2	51	0.5%

Value	Count	Frequency (%)
71.6	1	< 0.1%
69.5	1	< 0.1%
63.4	2	< 0.1%
61.9	1	< 0.1%
56.5	1	< 0.1%
55.8	1	< 0.1%
54	1	< 0.1%
52.6	1	< 0.1%
51.5	2	< 0.1%
51.1	2	< 0.1%

air_quality_Carbon_Monoxide
Real number (ℝ)

HIGH CORRELATION

Distinct	291
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	517.49069

Minimum	113.5
Maximum	5127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	113.5
5-th percentile	195.3
Q1	253.7
median	387.2
Q3	680.9
95-th percentile	1174.9
Maximum	5127
Range	5013.5
Interquartile range (IQR)	427.2

Descriptive statistics

Standard deviation	378.28301
Coefficient of variation (CV)	0.73099481
Kurtosis	16.943795
Mean	517.49069
Median Absolute Deviation (MAD)	163.6
Skewness	2.9095707
Sum	5092108.4
Variance	143098.03
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
253.7	128	1.3%
223.6	112	1.1%
250.3	111	1.1%
240.3	108	1.1%
243.7	107	1.1%
247	104	1.1%
217	103	1.0%
227	102	1.0%
220.3	100	1.0%
233.7	100	1.0%
Other values (281)	8765	89.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
113.5	2	< 0.1%
120.2	2	< 0.1%
125.2	3	< 0.1%
128.5	1	< 0.1%
130.2	5	0.1%
133.5	1	< 0.1%
136.9	1	< 0.1%
138.5	1	< 0.1%
140.2	1	< 0.1%
141.9	2	< 0.1%

Value	Count	Frequency (%)
5127	1	< 0.1%
4753.1	2	< 0.1%
4432.7	1	< 0.1%
4379.3	1	< 0.1%
3952	1	< 0.1%
3898.6	1	< 0.1%
3791.8	1	< 0.1%
3685	2	< 0.1%
3578.2	1	< 0.1%
3311.2	4	< 0.1%

air_quality_Ozone
Real number (ℝ)

ZEROS

Distinct	348
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.963831

Minimum	0
Maximum	158.8
Zeros	266
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.4
Q1	12.3
median	24.3
Q3	40.1
95-th percentile	73.7
Maximum	158.8
Range	158.8
Interquartile range (IQR)	27.8

Descriptive statistics

Standard deviation	23.135489
Coefficient of variation (CV)	0.79877172
Kurtosis	2.7025146
Mean	28.963831
Median Absolute Deviation (MAD)	13.4
Skewness	1.3540391
Sum	285004.1
Variance	535.25086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	266	2.7%
0.1	91	0.9%
24.7	89	0.9%
23.6	88	0.9%
23.3	87	0.9%
24	84	0.9%
29	83	0.8%
24.3	82	0.8%
27.5	77	0.8%
25.4	76	0.8%
Other values (338)	8817	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	266	2.7%
0.1	91	0.9%
0.2	49	0.5%
0.3	56	0.6%
0.4	32	0.3%
0.5	31	0.3%
0.6	40	0.4%
0.7	26	0.3%
0.8	22	0.2%
0.9	20	0.2%

Value	Count	Frequency (%)
158.8	1	< 0.1%
155.9	1	< 0.1%
154.5	2	< 0.1%
153.1	2	< 0.1%
151.6	2	< 0.1%
147.3	1	< 0.1%
144.5	1	< 0.1%
141.6	1	< 0.1%
140.2	2	< 0.1%
138.8	1	< 0.1%

air_quality_Nitrogen_dioxide
Real number (ℝ)

HIGH CORRELATION

Distinct	272
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1537195

Minimum	0
Maximum	141.2
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.8
Q1	2.7
median	5.3
Q3	10.6
95-th percentile	24.7
Maximum	141.2
Range	141.2
Interquartile range (IQR)	7.9

Descriptive statistics

Standard deviation	8.7609179
Coefficient of variation (CV)	1.0744689
Kurtosis	17.691255
Mean	8.1537195
Median Absolute Deviation (MAD)	3.2
Skewness	3.1188716
Sum	80232.6
Variance	76.753683
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	162	1.6%
4.2	156	1.6%
2.7	137	1.4%
2.4	135	1.4%
3.9	130	1.3%
2.3	128	1.3%
2	127	1.3%
3.6	120	1.2%
3.3	117	1.2%
2.1	114	1.2%
Other values (262)	8514	86.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.1	71	0.7%
0.2	90	0.9%
0.3	49	0.5%
0.4	56	0.6%
0.5	65	0.7%
0.6	77	0.8%
0.7	67	0.7%
0.8	74	0.8%
0.9	78	0.8%

Value	Count	Frequency (%)
141.2	1	< 0.1%
115.2	1	< 0.1%
87.7	1	< 0.1%
85.7	1	< 0.1%
77.5	1	< 0.1%
75.4	2	< 0.1%
69.9	2	< 0.1%
69.2	1	< 0.1%
67.9	1	< 0.1%
67.2	3	< 0.1%

air_quality_Sulphur_dioxide
Real number (ℝ)

HIGH CORRELATION

Distinct	280
Distinct (%)	2.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.0049695

Minimum	0
Maximum	541.7
Zeros	69
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.9
median	2.2
Q3	5.1
95-th percentile	16.7
Maximum	541.7
Range	541.7
Interquartile range (IQR)	4.2

Descriptive statistics

Standard deviation	13.205666
Coefficient of variation (CV)	2.6385107
Kurtosis	521.81072
Mean	5.0049695
Median Absolute Deviation (MAD)	1.6
Skewness	18.032482
Sum	49248.9
Variance	174.38961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4	358	3.6%
0.5	329	3.3%
0.6	306	3.1%
0.3	305	3.1%
0.2	270	2.7%
0.8	265	2.7%
0.7	263	2.7%
1.2	235	2.4%
0.9	232	2.4%
1	228	2.3%
Other values (270)	7049	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	69	0.7%
0.1	188	1.9%
0.2	270	2.7%
0.3	305	3.1%
0.4	358	3.6%
0.5	329	3.3%
0.6	306	3.1%
0.7	263	2.7%
0.8	265	2.7%
0.9	232	2.4%

Value	Count	Frequency (%)
541.7	1	< 0.1%
423.4	1	< 0.1%
324.3	1	< 0.1%
316.6	1	< 0.1%
312.8	1	< 0.1%
270.8	1	< 0.1%
228.9	1	< 0.1%
198.4	1	< 0.1%
183.1	1	< 0.1%
169.8	1	< 0.1%

air_quality_PM2.5
Real number (ℝ)

HIGH CORRELATION

Distinct	1468
Distinct (%)	14.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.88438

Minimum	0.5
Maximum	410.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0.5
5-th percentile	2.1
Q1	9.4
median	23.4
Q3	50.925
95-th percentile	124.9
Maximum	410.9
Range	410.4
Interquartile range (IQR)	41.525

Descriptive statistics

Standard deviation	41.709817
Coefficient of variation (CV)	1.1009766
Kurtosis	6.9966314
Mean	37.88438
Median Absolute Deviation (MAD)	16.8
Skewness	2.1958136
Sum	372782.3
Variance	1739.7089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	50	0.5%
2.1	43	0.4%
12.8	41	0.4%
1.3	40	0.4%
1.2	40	0.4%
6.1	38	0.4%
6.3	38	0.4%
3.2	37	0.4%
4.5	37	0.4%
2.4	37	0.4%
Other values (1458)	9439	95.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	6	0.1%
0.6	6	0.1%
0.7	19	0.2%
0.8	20	0.2%
0.9	26	0.3%
1	25	0.3%
1.1	34	0.3%
1.2	40	0.4%
1.3	40	0.4%
1.4	35	0.4%

Value	Count	Frequency (%)
410.9	2	< 0.1%
346.3	4	< 0.1%
342.2	1	< 0.1%
318.2	1	< 0.1%
317.8	1	< 0.1%
310.3	1	< 0.1%
301.1	1	< 0.1%
295.3	1	< 0.1%
293.8	1	< 0.1%
286.5	1	< 0.1%

air_quality_PM10
Real number (ℝ)

HIGH CORRELATION

Distinct	1657
Distinct (%)	16.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.369014

Minimum	0.7
Maximum	466.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	0.7
5-th percentile	3
Q1	13.1
median	31.2
Q3	63.4
95-th percentile	149.705
Maximum	466.7
Range	466
Interquartile range (IQR)	50.3

Descriptive statistics

Standard deviation	49.579969
Coefficient of variation (CV)	1.0466751
Kurtosis	6.5332244
Mean	47.369014
Median Absolute Deviation (MAD)	21.8
Skewness	2.1155298
Sum	466111.1
Variance	2458.1733
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.6	36	0.4%
2.1	36	0.4%
2	34	0.3%
2.2	33	0.3%
3.6	32	0.3%
4.3	32	0.3%
3.9	31	0.3%
6.2	31	0.3%
2.5	30	0.3%
4.1	30	0.3%
Other values (1647)	9515	96.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.7	2	< 0.1%
0.8	4	< 0.1%
0.9	5	0.1%
1	4	< 0.1%
1.1	7	0.1%
1.2	13	0.1%
1.3	14	0.1%
1.4	17	0.2%
1.5	18	0.2%
1.6	19	0.2%

Value	Count	Frequency (%)
466.7	2	< 0.1%
463.1	1	< 0.1%
411.6	1	< 0.1%
379.9	1	< 0.1%
377.5	4	< 0.1%
363.5	1	< 0.1%
362.7	1	< 0.1%
349.3	2	< 0.1%
342.7	2	< 0.1%
330.1	1	< 0.1%

air_quality_us-epa-index
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1465447

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	6
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.1728664
Coefficient of variation (CV)	0.54639739
Kurtosis	-0.55196242
Mean	2.1465447
Median Absolute Deviation (MAD)	1
Skewness	0.72677312
Sum	21122
Variance	1.3756157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	3794	38.6%
2	2867	29.1%
4	1515	15.4%
3	1403	14.3%
5	241	2.4%
6	20	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3794	38.6%
2	2867	29.1%
3	1403	14.3%
4	1515	15.4%
5	241	2.4%
6	20	0.2%

Value	Count	Frequency (%)
6	20	0.2%
5	241	2.4%
4	1515	15.4%
3	1403	14.3%
2	2867	29.1%
1	3794	38.6%

air_quality_gb-defra-index
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9007114

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	6
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.291601
Coefficient of variation (CV)	0.84384633
Kurtosis	-0.69418455
Mean	3.9007114
Median Absolute Deviation (MAD)	1
Skewness	0.92269484
Sum	38383
Variance	10.834637
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	3099	31.5%
2	1889	19.2%
10	1558	15.8%
3	1265	12.9%
4	534	5.4%
5	425	4.3%
6	354	3.6%
8	258	2.6%
9	238	2.4%
7	220	2.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3099	31.5%
2	1889	19.2%
3	1265	12.9%
4	534	5.4%
5	425	4.3%
6	354	3.6%
7	220	2.2%
8	258	2.6%
9	238	2.4%
10	1558	15.8%

Value	Count	Frequency (%)
10	1558	15.8%
9	238	2.4%
8	258	2.6%
7	220	2.2%
6	354	3.6%
5	425	4.3%
4	534	5.4%
3	1265	12.9%
2	1889	19.2%
1	3099	31.5%

sunrise
Date

Distinct	117
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Minimum	2023-09-18 04:44:00
Maximum	2023-09-18 06:40:00

Histogram

Histogram with fixed size bins (bins=50)

sunset
Date

Distinct	121
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Minimum	2023-09-18 17:13:00
Maximum	2023-09-18 19:14:00

Histogram

Histogram with fixed size bins (bins=50)

moonrise
Text

Distinct	790
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Length

Max length	11
Median length	8
Mean length	8.167378
Min length	8

Characters and Unicode

Total characters	80367
Distinct characters	23
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.1%

Sample

1st row	05:42 PM
2nd row	05:39 PM
3rd row	05:32 PM
4th row	05:36 PM
5th row	05:38 PM

Value	Count	Frequency (%)
pm	5880	29.9%
am	3411	17.3%
no	549	2.8%
moonrise	549	2.8%
05:20	54	0.3%
05:18	50	0.3%
05:23	44	0.2%
05:17	41	0.2%
05:14	41	0.2%
05:12	35	0.2%
Other values (708)	9026	45.9%

Most occurring characters

Value	Count	Frequency (%)
0	10545	13.1%
	9840	12.2%
:	9291	11.6%
M	9291	11.6%
P	5880	7.3%
1	5655	7.0%
2	3880	4.8%
5	3806	4.7%
A	3411	4.2%
3	3018	3.8%
Other values (13)	15750	19.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	37164	46.2%
Uppercase Letter	19131	23.8%
Space Separator	9840	12.2%
Other Punctuation	9291	11.6%
Lowercase Letter	4941	6.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10545	28.4%
1	5655	15.2%
2	3880	10.4%
5	3806	10.2%
3	3018	8.1%
4	2862	7.7%
6	2066	5.6%
7	1783	4.8%
9	1775	4.8%
8	1774	4.8%

Lowercase Letter

Value	Count	Frequency (%)
o	1647	33.3%
e	549	11.1%
s	549	11.1%
i	549	11.1%
r	549	11.1%
n	549	11.1%
m	549	11.1%

Uppercase Letter

Value	Count	Frequency (%)
M	9291	48.6%
P	5880	30.7%
A	3411	17.8%
N	549	2.9%

Space Separator

Value	Count	Frequency (%)
	9840	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	9291	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	56295	70.0%
Latin	24072	30.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10545	18.7%
	9840	17.5%
:	9291	16.5%
1	5655	10.0%
2	3880	6.9%
5	3806	6.8%
3	3018	5.4%
4	2862	5.1%
6	2066	3.7%
7	1783	3.2%
Other values (2)	3549	6.3%

Latin

Value	Count	Frequency (%)
M	9291	38.6%
P	5880	24.4%
A	3411	14.2%
o	1647	6.8%
e	549	2.3%
s	549	2.3%
i	549	2.3%
r	549	2.3%
n	549	2.3%
m	549	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80367	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10545	13.1%
	9840	12.2%
:	9291	11.6%
M	9291	11.6%
P	5880	7.3%
1	5655	7.0%
2	3880	4.8%
5	3806	4.7%
A	3411	4.2%
3	3018	3.8%
Other values (13)	15750	19.6%

moonset
Date

Distinct	979
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Minimum	2023-09-18 02:15:00
Maximum	2023-09-18 18:48:00

Histogram

Histogram with fixed size bins (bins=50)

moon_phase
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.0 KiB

Waning Crescent	3283
Waning Gibbous	3275
Full Moon	1100
New Moon	1094
Last Quarter	545

Length

Max length	15
Median length	14
Mean length	12.99685
Min length	8

Characters and Unicode

Total characters	127889
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Waxing Gibbous
2nd row	Waxing Gibbous
3rd row	Waxing Gibbous
4th row	Waxing Gibbous
5th row	Waxing Gibbous

Common Values

Value	Count	Frequency (%)
Waning Crescent	3283	33.4%
Waning Gibbous	3275	33.3%
Full Moon	1100	11.2%
New Moon	1094	11.1%
Last Quarter	545	5.5%
Waxing Gibbous	543	5.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
waning	6558	33.3%
gibbous	3818	19.4%
crescent	3283	16.7%
moon	2194	11.1%
full	1100	5.6%
new	1094	5.6%
last	545	2.8%
quarter	545	2.8%
waxing	543	2.8%

Most occurring characters

Value	Count	Frequency (%)
n	19136	15.0%
i	10919	8.5%
	9840	7.7%
o	8206	6.4%
e	8205	6.4%
a	8191	6.4%
s	7646	6.0%
b	7636	6.0%
W	7101	5.6%
g	7101	5.6%
Other values (14)	33908	26.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	98369	76.9%
Uppercase Letter	19680	15.4%
Space Separator	9840	7.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	19136	19.5%
i	10919	11.1%
o	8206	8.3%
e	8205	8.3%
a	8191	8.3%
s	7646	7.8%
b	7636	7.8%
g	7101	7.2%
u	5463	5.6%
r	4373	4.4%
Other values (5)	11493	11.7%

Uppercase Letter

Value	Count	Frequency (%)
W	7101	36.1%
G	3818	19.4%
C	3283	16.7%
M	2194	11.1%
F	1100	5.6%
N	1094	5.6%
L	545	2.8%
Q	545	2.8%

Space Separator

Value	Count	Frequency (%)
	9840	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	118049	92.3%
Common	9840	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	19136	16.2%
i	10919	9.2%
o	8206	7.0%
e	8205	7.0%
a	8191	6.9%
s	7646	6.5%
b	7636	6.5%
W	7101	6.0%
g	7101	6.0%
u	5463	4.6%
Other values (13)	28445	24.1%

Common

Value	Count	Frequency (%)
	9840	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	127889	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	19136	15.0%
i	10919	8.5%
	9840	7.7%
o	8206	6.4%
e	8205	6.4%
a	8191	6.4%
s	7646	6.0%
b	7636	6.0%
W	7101	5.6%
g	7101	5.6%
Other values (14)	33908	26.5%

moon_illumination
Real number (ℝ)

HIGH CORRELATION

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.936179

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	77.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	22
median	60
Q3	94
95-th percentile	100
Maximum	100
Range	99
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	36.604392
Coefficient of variation (CV)	0.63180542
Kurtosis	-1.4908601
Mean	57.936179
Median Absolute Deviation (MAD)	38
Skewness	-0.28754581
Sum	570092
Variance	1339.8815
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
98	1100	11.2%
1	1094	11.1%
39	550	5.6%
99	549	5.6%
79	549	5.6%
49	549	5.6%
8	548	5.6%
14	546	5.5%
70	545	5.5%
60	545	5.5%
Other values (6)	3265	33.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1094	11.1%
8	548	5.6%
14	546	5.5%
22	545	5.5%
30	545	5.5%
39	550	5.6%
49	549	5.6%
60	545	5.5%
70	545	5.5%
79	549	5.6%

Value	Count	Frequency (%)
100	544	5.5%
99	549	5.6%
98	1100	11.2%
94	544	5.5%
93	543	5.5%
88	544	5.5%
79	549	5.6%
70	545	5.5%
60	545	5.5%
49	549	5.6%

Auto

Heatmap
Table

	latitude	longitude	last_updated_epoch	temperature_celsius	temperature_fahrenheit	wind_mph	wind_kph	wind_degree	pressure_mb	pressure_in	precip_mm	precip_in	humidity	cloud	feels_like_celsius	feels_like_fahrenheit	visibility_km	visibility_miles	uv_index	gust_mph	gust_kph	air_quality_Carbon_Monoxide	air_quality_Ozone	air_quality_Nitrogen_dioxide	air_quality_Sulphur_dioxide	air_quality_PM2.5	air_quality_PM10	air_quality_us-epa-index	air_quality_gb-defra-index	moon_illumination	region	timezone	condition_text	wind_direction	moon_phase
latitude	1.000	-0.000	-0.003	0.108	0.108	-0.282	-0.282	-0.378	-0.262	-0.263	-0.155	-0.141	-0.258	-0.384	0.069	0.069	0.190	0.189	0.042	-0.218	-0.218	0.539	0.087	0.272	0.127	0.580	0.613	0.531	0.550	-0.000	0.735	0.158	0.192	0.189	0.000
longitude	-0.000	1.000	0.004	0.104	0.104	-0.333	-0.333	-0.174	-0.263	-0.264	0.182	0.165	0.307	0.291	0.211	0.211	-0.180	-0.178	0.239	-0.325	-0.325	0.333	-0.257	0.181	0.110	0.190	0.088	0.196	0.193	0.000	0.711	0.231	0.173	0.164	0.000
last_updated_epoch	-0.003	0.004	1.000	-0.261	-0.261	0.122	0.122	-0.253	-0.407	-0.408	0.028	0.029	0.461	0.289	-0.157	-0.157	-0.077	-0.074	-0.575	0.217	0.217	0.120	-0.165	0.142	0.043	-0.094	-0.146	-0.089	-0.087	-0.951	0.000	0.000	0.265	0.150	0.816
temperature_celsius	0.108	0.104	-0.261	1.000	1.000	0.114	0.114	0.108	-0.223	-0.218	-0.166	-0.162	-0.544	-0.284	0.964	0.964	0.037	0.029	0.400	0.076	0.076	0.244	0.174	0.229	0.318	0.327	0.393	0.298	0.311	0.191	0.376	0.168	0.259	0.111	0.244
temperature_fahrenheit	0.108	0.104	-0.261	1.000	1.000	0.114	0.114	0.108	-0.223	-0.218	-0.166	-0.162	-0.544	-0.284	0.964	0.964	0.037	0.029	0.400	0.076	0.076	0.244	0.174	0.229	0.318	0.327	0.393	0.298	0.311	0.191	0.376	0.168	0.259	0.111	0.246
wind_mph	-0.282	-0.333	0.122	0.114	0.114	1.000	1.000	0.268	-0.007	-0.007	-0.043	-0.039	-0.135	0.025	0.090	0.090	0.162	0.162	-0.045	0.894	0.894	-0.346	0.264	-0.168	0.048	-0.320	-0.269	-0.312	-0.313	-0.175	0.264	0.041	0.123	0.153	0.119
wind_kph	-0.282	-0.333	0.122	0.114	0.114	1.000	1.000	0.268	-0.007	-0.007	-0.043	-0.039	-0.135	0.025	0.090	0.090	0.162	0.162	-0.045	0.894	0.894	-0.346	0.264	-0.168	0.048	-0.320	-0.269	-0.312	-0.313	-0.175	0.265	0.042	0.123	0.157	0.120
wind_degree	-0.378	-0.174	-0.253	0.108	0.108	0.268	0.268	1.000	0.230	0.231	-0.112	-0.102	-0.261	-0.100	0.034	0.034	0.095	0.095	0.143	0.195	0.195	-0.406	0.184	-0.269	-0.108	-0.256	-0.205	-0.246	-0.255	0.223	0.274	0.059	0.106	0.878	0.163
pressure_mb	-0.262	-0.263	-0.407	-0.223	-0.223	-0.007	-0.007	0.230	1.000	0.995	-0.107	-0.107	-0.220	-0.128	-0.296	-0.296	-0.008	-0.011	0.231	-0.094	-0.094	-0.501	0.111	-0.352	-0.297	-0.403	-0.353	-0.361	-0.376	0.384	0.311	0.089	0.219	0.132	0.224
pressure_in	-0.263	-0.264	-0.408	-0.218	-0.218	-0.007	-0.007	0.231	0.995	1.000	-0.111	-0.110	-0.221	-0.129	-0.292	-0.292	-0.016	-0.019	0.231	-0.093	-0.093	-0.503	0.113	-0.351	-0.295	-0.404	-0.353	-0.362	-0.377	0.385	0.318	0.112	0.241	0.129	0.224
precip_mm	-0.155	0.182	0.028	-0.166	-0.166	-0.043	-0.043	-0.112	-0.107	-0.111	1.000	0.916	0.415	0.600	-0.074	-0.074	-0.255	-0.256	-0.055	-0.034	-0.034	0.008	-0.121	-0.039	-0.046	-0.147	-0.216	-0.139	-0.143	-0.015	0.084	0.032	0.393	0.018	0.054
precip_in	-0.141	0.165	0.029	-0.162	-0.162	-0.039	-0.039	-0.102	-0.107	-0.110	0.916	1.000	0.398	0.514	-0.077	-0.077	-0.255	-0.257	-0.058	-0.022	-0.022	0.017	-0.127	-0.028	-0.048	-0.135	-0.199	-0.126	-0.131	-0.006	0.084	0.021	0.383	0.018	0.054
humidity	-0.258	0.307	0.461	-0.544	-0.544	-0.135	-0.135	-0.261	-0.220	-0.221	0.415	0.398	1.000	0.665	-0.375	-0.375	-0.440	-0.436	-0.320	-0.078	-0.078	0.011	-0.350	-0.024	-0.072	-0.204	-0.319	-0.194	-0.204	-0.399	0.219	0.056	0.265	0.104	0.261
cloud	-0.384	0.291	0.289	-0.284	-0.284	0.025	0.025	-0.100	-0.128	-0.129	0.600	0.514	0.665	1.000	-0.153	-0.153	-0.407	-0.405	-0.121	-0.004	-0.004	-0.091	-0.201	-0.082	-0.045	-0.296	-0.398	-0.274	-0.281	-0.292	0.221	0.033	0.480	0.068	0.191
feels_like_celsius	0.069	0.211	-0.157	0.964	0.964	0.090	0.090	0.034	-0.296	-0.292	-0.074	-0.077	-0.375	-0.153	1.000	1.000	-0.022	-0.029	0.379	0.053	0.053	0.300	0.125	0.258	0.349	0.338	0.374	0.308	0.321	0.089	0.374	0.157	0.253	0.107	0.192
feels_like_fahrenheit	0.069	0.211	-0.157	0.964	0.964	0.090	0.090	0.034	-0.296	-0.292	-0.074	-0.077	-0.375	-0.153	1.000	1.000	-0.022	-0.029	0.379	0.053	0.053	0.300	0.125	0.258	0.349	0.338	0.374	0.308	0.321	0.089	0.374	0.158	0.253	0.108	0.192
visibility_km	0.190	-0.180	-0.077	0.037	0.037	0.162	0.162	0.095	-0.008	-0.016	-0.255	-0.255	-0.440	-0.407	-0.022	-0.022	1.000	0.999	0.034	0.117	0.117	-0.011	0.170	-0.067	-0.075	0.092	0.126	0.082	0.086	0.070	0.236	0.044	0.669	0.097	0.114
visibility_miles	0.189	-0.178	-0.074	0.029	0.029	0.162	0.162	0.095	-0.011	-0.019	-0.256	-0.257	-0.436	-0.405	-0.029	-0.029	0.999	1.000	0.033	0.116	0.116	-0.013	0.169	-0.070	-0.079	0.089	0.122	0.078	0.083	0.067	0.268	0.038	0.749	0.099	0.104
uv_index	0.042	0.239	-0.575	0.400	0.400	-0.045	-0.045	0.143	0.231	0.231	-0.055	-0.058	-0.320	-0.121	0.379	0.379	0.034	0.033	1.000	-0.211	-0.211	-0.010	0.159	-0.097	0.076	0.081	0.098	0.086	0.078	0.419	0.250	0.021	0.287	0.101	0.346
gust_mph	-0.218	-0.325	0.217	0.076	0.076	0.894	0.894	0.195	-0.094	-0.093	-0.034	-0.022	-0.078	-0.004	0.053	0.053	0.117	0.116	-0.211	1.000	1.000	-0.275	0.230	-0.113	0.050	-0.259	-0.210	-0.258	-0.256	-0.222	0.284	0.042	0.139	0.140	0.118
gust_kph	-0.218	-0.325	0.217	0.076	0.076	0.894	0.894	0.195	-0.094	-0.093	-0.034	-0.022	-0.078	-0.004	0.053	0.053	0.117	0.116	-0.211	1.000	1.000	-0.275	0.230	-0.113	0.050	-0.259	-0.210	-0.258	-0.256	-0.222	0.284	0.043	0.140	0.140	0.117
air_quality_Carbon_Monoxide	0.539	0.333	0.120	0.244	0.244	-0.346	-0.346	-0.406	-0.501	-0.503	0.008	0.017	0.011	-0.091	0.300	0.300	-0.011	-0.013	-0.010	-0.275	-0.275	1.000	-0.271	0.768	0.502	0.830	0.754	0.800	0.813	-0.085	0.220	0.010	0.074	0.150	0.081
air_quality_Ozone	0.087	-0.257	-0.165	0.174	0.174	0.264	0.264	0.184	0.111	0.113	-0.121	-0.127	-0.350	-0.201	0.125	0.125	0.170	0.169	0.159	0.230	0.230	-0.271	1.000	-0.417	0.001	-0.043	0.004	-0.055	-0.048	0.090	0.203	0.083	0.111	0.103	0.193
air_quality_Nitrogen_dioxide	0.272	0.181	0.142	0.229	0.229	-0.168	-0.168	-0.269	-0.352	-0.351	-0.039	-0.028	-0.024	-0.082	0.258	0.258	-0.067	-0.070	-0.097	-0.113	-0.113	0.768	-0.417	1.000	0.720	0.621	0.583	0.602	0.613	-0.105	0.153	0.000	0.074	0.098	0.074
air_quality_Sulphur_dioxide	0.127	0.110	0.043	0.318	0.318	0.048	0.048	-0.108	-0.297	-0.295	-0.046	-0.048	-0.072	-0.045	0.349	0.349	-0.075	-0.079	0.076	0.050	0.050	0.502	0.001	0.720	1.000	0.534	0.507	0.510	0.519	-0.078	0.082	0.000	0.039	0.032	0.027
air_quality_PM2.5	0.580	0.190	-0.094	0.327	0.327	-0.320	-0.320	-0.256	-0.403	-0.404	-0.147	-0.135	-0.204	-0.296	0.338	0.338	0.092	0.089	0.081	-0.259	-0.259	0.830	-0.043	0.621	0.534	1.000	0.972	0.955	0.977	0.124	0.227	0.000	0.098	0.121	0.073
air_quality_PM10	0.613	0.088	-0.146	0.393	0.393	-0.269	-0.269	-0.205	-0.353	-0.353	-0.216	-0.199	-0.319	-0.398	0.374	0.374	0.126	0.122	0.098	-0.210	-0.210	0.754	0.004	0.583	0.507	0.972	1.000	0.923	0.946	0.174	0.238	0.022	0.116	0.105	0.080
air_quality_us-epa-index	0.531	0.196	-0.089	0.298	0.298	-0.312	-0.312	-0.246	-0.361	-0.362	-0.139	-0.126	-0.194	-0.274	0.308	0.308	0.082	0.078	0.086	-0.258	-0.258	0.800	-0.055	0.602	0.510	0.955	0.923	1.000	0.955	0.116	0.371	0.028	0.145	0.182	0.074
air_quality_gb-defra-index	0.550	0.193	-0.087	0.311	0.311	-0.313	-0.313	-0.255	-0.376	-0.377	-0.143	-0.131	-0.204	-0.281	0.321	0.321	0.086	0.083	0.078	-0.256	-0.256	0.813	-0.048	0.613	0.519	0.977	0.946	0.955	1.000	0.116	0.289	0.036	0.109	0.138	0.073
moon_illumination	-0.000	0.000	-0.951	0.191	0.191	-0.175	-0.175	0.223	0.384	0.385	-0.015	-0.006	-0.399	-0.292	0.089	0.089	0.070	0.067	0.419	-0.222	-0.222	-0.085	0.090	-0.105	-0.078	0.124	0.174	0.116	0.116	1.000	0.000	0.000	0.203	0.142	0.749
region	0.735	0.711	0.000	0.376	0.376	0.264	0.265	0.274	0.311	0.318	0.084	0.084	0.219	0.221	0.374	0.374	0.236	0.268	0.250	0.284	0.284	0.220	0.203	0.153	0.082	0.227	0.238	0.371	0.289	0.000	1.000	0.379	0.176	0.225	0.000
timezone	0.158	0.231	0.000	0.168	0.168	0.041	0.042	0.059	0.089	0.112	0.032	0.021	0.056	0.033	0.157	0.158	0.044	0.038	0.021	0.042	0.043	0.010	0.083	0.000	0.000	0.000	0.022	0.028	0.036	0.000	0.379	1.000	0.113	0.082	0.000
condition_text	0.192	0.173	0.265	0.259	0.259	0.123	0.123	0.106	0.219	0.241	0.393	0.383	0.265	0.480	0.253	0.253	0.669	0.749	0.287	0.139	0.140	0.074	0.111	0.074	0.039	0.098	0.116	0.145	0.109	0.203	0.176	0.113	1.000	0.092	0.281
wind_direction	0.189	0.164	0.150	0.111	0.111	0.153	0.157	0.878	0.132	0.129	0.018	0.018	0.104	0.068	0.107	0.108	0.097	0.099	0.101	0.140	0.140	0.150	0.103	0.098	0.032	0.121	0.105	0.182	0.138	0.142	0.225	0.082	0.092	1.000	0.169
moon_phase	0.000	0.000	0.816	0.244	0.246	0.119	0.120	0.163	0.224	0.224	0.054	0.054	0.261	0.191	0.192	0.192	0.114	0.104	0.346	0.118	0.117	0.081	0.193	0.074	0.027	0.073	0.080	0.074	0.073	0.749	0.000	0.000	0.281	0.169	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	country	location_name	region	latitude	longitude	timezone	last_updated_epoch	last_updated	temperature_celsius	temperature_fahrenheit	condition_text	wind_mph	wind_kph	wind_degree	wind_direction	pressure_mb	pressure_in	precip_mm	humidity	cloud	feels_like_celsius	feels_like_fahrenheit	visibility_km	visibility_miles	uv_index	gust_mph	gust_kph	air_quality_Carbon_Monoxide	air_quality_Ozone	air_quality_Nitrogen_dioxide	air_quality_Sulphur_dioxide	air_quality_PM2.5	air_quality_PM10	air_quality_us-epa-index	air_quality_gb-defra-index	sunrise	sunset	moonrise	moonset	moon_phase	moon_illumination
0	India	Ashoknagar	Madhya Pradesh	24.57	77.72	Asia/Kolkata	1693286100	2023-08-29 10:45	27.5	81.5	Partly cloudy	12.8	20.5	281	WNW	1008.0	29.77	0.0	67	26	29.7	85.5	10.0	6.0	7.0	14.8	23.8	243.7	45.8	1.7	3.1	12.6	18.5	1	2	05:59 AM	06:41 PM	05:42 PM	03:38 AM	Waxing Gibbous	93
1	India	Raisen	Madhya Pradesh	23.33	77.80	Asia/Kolkata	1693286100	2023-08-29 10:45	27.5	81.5	Sunny	9.6	15.5	287	WNW	1008.0	29.78	0.0	70	19	30.0	86.0	10.0	6.0	7.0	11.2	18.0	240.3	38.3	2.1	2.6	10.7	14.2	1	1	06:00 AM	06:40 PM	05:39 PM	03:41 AM	Waxing Gibbous	93
2	India	Chhindwara	Madhya Pradesh	22.07	78.93	Asia/Kolkata	1693286100	2023-08-29 10:45	26.3	79.3	Partly cloudy	11.4	18.4	317	NW	1009.0	29.78	0.0	70	51	28.2	82.8	10.0	6.0	7.0	13.2	21.2	220.3	57.2	0.6	1.7	16.8	20.7	2	2	05:56 AM	06:34 PM	05:32 PM	03:39 AM	Waxing Gibbous	93
3	India	Betul	Madhya Pradesh	21.86	77.93	Asia/Kolkata	1693286100	2023-08-29 10:45	25.6	78.1	Cloudy	10.5	16.9	297	WNW	1009.0	29.80	0.0	76	65	27.6	81.7	10.0	6.0	6.0	13.0	20.9	200.3	25.0	1.2	1.1	4.9	6.6	1	1	06:00 AM	06:38 PM	05:36 PM	03:43 AM	Waxing Gibbous	93
4	India	Hoshangabad	Madhya Pradesh	22.75	77.72	Asia/Kolkata	1693286100	2023-08-29 10:45	27.2	81.0	Cloudy	10.1	16.2	274	W	1009.0	29.79	0.0	74	82	29.9	85.8	10.0	6.0	6.0	11.6	18.7	257.0	30.8	2.2	1.8	11.4	14.8	1	1	06:01 AM	06:39 PM	05:38 PM	03:42 AM	Waxing Gibbous	93
5	India	Sehore	Madhya Pradesh	23.20	77.08	Asia/Kolkata	1693286100	2023-08-29 10:45	25.9	78.6	Cloudy	9.8	15.8	287	WNW	1009.0	29.79	0.0	77	68	28.1	82.6	10.0	6.0	6.0	11.4	18.4	223.6	26.1	3.1	3.3	7.9	10.5	1	1	06:03 AM	06:42 PM	05:42 PM	03:44 AM	Waxing Gibbous	93
6	India	Jabalpur	Madhya Pradesh	23.17	79.95	Asia/Kolkata	1693286100	2023-08-29 10:45	28.0	82.4	Mist	9.4	15.1	280	W	1010.0	29.83	0.1	70	50	31.0	87.9	5.0	3.0	6.0	13.9	22.3	263.7	56.5	1.2	1.8	17.1	23.1	2	2	05:51 AM	06:31 PM	05:30 PM	03:32 AM	Waxing Gibbous	93
7	India	Narsimhapur	Madhya Pradesh	22.95	79.20	Asia/Kolkata	1693286100	2023-08-29 10:45	27.7	81.9	Sunny	11.0	17.6	277	W	1008.0	29.77	0.0	71	21	30.5	86.9	10.0	6.0	7.0	12.5	20.2	260.4	52.9	1.2	1.8	17.3	23.7	2	2	05:55 AM	06:34 PM	05:33 PM	03:36 AM	Waxing Gibbous	93
8	India	Panna	Madhya Pradesh	24.72	80.20	Asia/Kolkata	1693286100	2023-08-29 10:45	30.0	86.0	Sunny	11.6	18.7	288	WNW	1007.0	29.72	0.0	60	22	33.1	91.6	10.0	6.0	8.0	13.4	21.6	243.7	79.4	1.1	5.4	27.4	35.5	2	3	05:49 AM	06:31 PM	05:32 PM	03:27 AM	Waxing Gibbous	93
9	India	Ujjain	Madhya Pradesh	23.18	75.77	Asia/Kolkata	1693286100	2023-08-29 10:45	26.0	78.8	Mist	11.9	19.1	300	WNW	1012.0	29.88	0.0	74	50	27.8	82.1	5.0	3.0	6.0	14.1	22.7	210.3	32.2	1.7	1.7	5.7	7.6	1	1	06:08 AM	06:48 PM	05:47 PM	03:49 AM	Waxing Gibbous	93

	country	location_name	region	latitude	longitude	timezone	last_updated_epoch	last_updated	temperature_celsius	temperature_fahrenheit	condition_text	wind_mph	wind_kph	wind_degree	wind_direction	pressure_mb	pressure_in	precip_mm	precip_in	humidity	cloud	feels_like_celsius	feels_like_fahrenheit	visibility_km	visibility_miles	uv_index	gust_mph	gust_kph	air_quality_Carbon_Monoxide	air_quality_Ozone	air_quality_Nitrogen_dioxide	air_quality_Sulphur_dioxide	air_quality_PM2.5	air_quality_PM10	air_quality_us-epa-index	air_quality_gb-defra-index	sunrise	sunset	moonrise	moonset	moon_phase	moon_illumination
9830	India	Kolkata	West Bengal	22.57	88.37	Asia/Kolkata	1694731500	2023-09-15 04:15	26.0	78.8	Moderate or heavy rain with thunder	8.1	13.0	100	E	1003.0	29.62	1.3	0.05	94	100	30.5	86.8	2.5	1.0	1.0	15.0	24.1	921.3	0.1	38.4	55.8	50.5	55.9	3	6	05:23 AM	05:42 PM	04:34 AM	05:29 PM	New Moon	1
9831	India	Shahdara	Delhi	28.67	77.32	Asia/Kolkata	1694731500	2023-09-15 04:15	30.0	86.0	Mist	2.2	3.6	10	N	1004.0	29.65	0.0	0.00	84	50	34.2	93.6	3.0	1.0	1.0	8.5	13.7	1735.7	0.0	42.2	41.0	100.6	130.5	4	10	06:05 AM	06:27 PM	05:13 AM	06:18 PM	New Moon	1
9832	India	Jhargram	West Bengal	22.45	86.98	Asia/Kolkata	1694731500	2023-09-15 04:15	25.2	77.4	Fog	6.5	10.4	84	E	1002.0	29.58	0.0	0.00	98	100	28.9	84.0	0.0	0.0	1.0	10.5	16.9	1014.7	4.8	27.4	12.5	81.5	84.4	4	10	05:29 AM	05:47 PM	04:40 AM	05:35 PM	New Moon	1
9833	India	Barddhaman	West Bengal	23.24	87.87	Asia/Kolkata	1694731500	2023-09-15 04:15	25.2	77.4	Overcast	9.8	15.8	88	E	1003.0	29.62	0.0	0.00	97	95	28.7	83.7	10.0	6.0	1.0	15.2	24.5	574.1	11.6	12.2	5.1	24.2	27.8	2	3	05:25 AM	05:44 PM	04:35 AM	05:32 PM	New Moon	1
9834	India	Narayanpet	Andhra Pradesh	16.73	77.50	Asia/Kolkata	1694731500	2023-09-15 04:15	23.7	74.7	Clear	11.4	18.4	270	W	1006.0	29.71	0.0	0.00	75	16	25.5	77.9	10.0	6.0	1.0	18.1	29.2	253.7	17.5	4.7	0.8	3.7	6.6	1	1	06:08 AM	06:23 PM	05:25 AM	06:09 PM	New Moon	1
9835	India	Niwari	Uttar Pradesh	28.88	77.53	Asia/Kolkata	1694731500	2023-09-15 04:15	30.0	86.0	Mist	2.2	3.6	10	N	1004.0	29.65	0.0	0.00	84	50	36.1	96.9	3.0	1.0	1.0	10.3	16.6	1335.1	0.0	28.5	16.5	94.3	113.9	4	10	06:04 AM	06:27 PM	05:12 AM	06:18 PM	New Moon	1
9836	India	Saitual	Mizoram	23.97	92.58	Asia/Kolkata	1694731500	2023-09-15 04:15	20.2	68.4	Mist	2.2	3.6	109	ESE	1008.0	29.78	0.0	0.00	97	61	20.2	68.4	2.0	1.0	1.0	2.9	4.7	270.4	0.2	3.3	0.3	11.2	11.9	1	1	05:06 AM	05:25 PM	04:15 AM	05:13 PM	New Moon	1
9837	India	Ranipet	Tamil Nadu	12.93	79.33	Asia/Kolkata	1694731500	2023-09-15 04:15	26.0	78.8	Partly cloudy	8.7	14.0	260	W	1006.0	29.72	0.0	0.00	71	38	27.8	82.0	10.0	6.0	1.0	14.1	22.7	413.9	14.3	13.0	3.0	5.7	8.3	1	1	06:02 AM	06:15 PM	05:21 AM	05:59 PM	New Moon	1
9838	India	Tenkasi	Tamil Nadu	8.97	77.30	Asia/Kolkata	1694731500	2023-09-15 04:15	23.8	74.8	Clear	8.7	14.0	265	W	1010.0	29.82	0.0	0.00	87	19	25.9	78.6	10.0	6.0	1.0	11.0	17.6	213.6	24.0	2.4	0.7	2.9	3.6	1	1	06:11 AM	06:22 PM	05:33 AM	06:05 PM	New Moon	1
9839	India	Pendra	Maharashtra	21.93	74.15	Asia/Kolkata	1694731500	2023-09-15 04:15	21.8	71.2	Mist	5.8	9.4	256	WSW	1005.0	29.67	0.0	0.00	94	66	21.8	71.2	2.0	1.0	1.0	10.7	17.3	210.3	13.4	4.2	3.3	12.1	14.9	1	2	06:20 AM	06:38 PM	05:34 AM	06:26 PM	New Moon	1

Overview

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Latin

Common

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Common Values

Length

Common Values (Plot)

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Other Punctuation

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Latin

Common

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ASCII

Common Values

Length

Most occurring characters

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Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories